In the context of non-Hermitian quantum mechanics, many systems are known to possess a pseudo symmetry, i.e. the non-Hermitian Hamiltonian H is related to its adjoint H † via the relation, . We propose a derivation of pseudo symmetry and η -pseudo-Hermiticity simultaneously for the time dependent non-Hermitian Hamiltonians by intoducing a new symmetry operator that not satisfy the time-dependent quasi-Hermiticity relation but obeys the Heisenberg evolution equation. Here, we solve the SU(1, 1) time-dependent non-Hermitian Hamiltonian and we construct a time-dependent solutions by employing this new symmetry operator and discuss a concrete physical applications of our results.Dedicated to the memory of my mother Djabou Zoulikha and to Djabi Smail
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